Insights & Research

CAIRMC Blog

The Kill-Switch Dependency: Why Caribbean Boards Need Localised, Sovereign LLMs After Fable 5 Went Dark
Data Sovereignty16 min

The Kill-Switch Dependency: Why Caribbean Boards Need Localised, Sovereign LLMs After Fable 5 Went Dark

On 12 June 2026 a US national-security export-control directive forced Anthropic to suspend Claude Fable 5 worldwide the same day, with no notice and no migration path. Why Caribbean boards should treat sole reliance on a foreign frontier model as a material, reportable risk, and how localised and sovereign LLMs answer it in a hybrid architecture. A risk-management case study in vendor concentration, model risk, geopolitical risk, and operational resilience.

The Godfather of Caribbean AI: How Adrian Dunkley Built the Region's AI Risk Management Backbone
AI Risk Management13 min

The Godfather of Caribbean AI: How Adrian Dunkley Built the Region's AI Risk Management Backbone

Adrian H. Dunkley is the Caribbean's Godfather of AI and the leader of AI risk management for the region. As Chairman of CAIRMC he runs Section 9 practical AI risk research, launched the TurtleBird AI safety toolkit for every Caribbean government, and built sovereign AI safety infrastructure for CARICOM.

Caribbean Boards Are Flying Blind on AI Risk: The Governance Gap That Cannot Wait
AI Risk Management14 min

Caribbean Boards Are Flying Blind on AI Risk: The Governance Gap That Cannot Wait

PwC's 2026 Caribbean Corporate Governance Survey found only 6% of Caribbean directors believe their board spends enough time understanding AI, and just 9% receive sufficient information on AI risks. A practical five-step framework for closing the AI governance gap in Caribbean boardrooms, developed by Adrian Dunkley and CAIRMC.

The AI Compliance Countdown: What Every Caribbean Business Must Do Before 2027
Regulation & Compliance18 min

The AI Compliance Countdown: What Every Caribbean Business Must Do Before 2027

The EU AI Act is now in full force and its reach extends to Caribbean firms that serve European clients, process EU data, or use EU-origin AI vendors. The five compliance actions every Caribbean business must complete before 2027, across both the EU perimeter and the emerging Caribbean domestic frameworks.

Hurricane Season 2026 Starts Now: How Caribbean Organisations Must Use AI to Manage Catastrophic Risk
AI Risk Management14 min

Hurricane Season 2026 Starts Now: How Caribbean Organisations Must Use AI to Manage Catastrophic Risk

NOAA's May 2026 outlook projects a below-normal Atlantic season of 8 to 14 named storms as an El Nino develops, and the season has officially started. A practical guide for Caribbean risk managers covering six areas where AI changes the risk calculus: forecasting, business continuity, supply chain, insurance, post-disaster response, and governance.

Who Owns Caribbean Data? The Data Sovereignty Battle Every Organisation Must Win Before 2027
Data Sovereignty15 min

Who Owns Caribbean Data? The Data Sovereignty Battle Every Organisation Must Win Before 2027

Every time a Caribbean hospital, bank, or ministry sends data to a foreign cloud or AI API, a sovereignty question is answered by default. Why data sovereignty is the decisive AI governance issue for the Caribbean, and what organisations must do before 2027.

The EU AI Act Is Now Fully Enforced: Caribbean Businesses Have Run Out of Time to Prepare
Regulation & Compliance14 min

The EU AI Act Is Now Fully Enforced: Caribbean Businesses Have Run Out of Time to Prepare

The EU AI Act is now in full force, and its extraterritorial reach pulls in Caribbean businesses that serve EU customers or markets. What full enforcement means for Caribbean firms, the obligations that now bite, and how to close the compliance gap fast.

Your CEO Never Said That: The AI Voice Cloning Crisis Hitting Caribbean Business
Cybersecurity13 min

Your CEO Never Said That: The AI Voice Cloning Crisis Hitting Caribbean Business

AI voice cloning fraud is draining Caribbean businesses. How deepfake audio attacks work, why regional firms with informal approval chains are uniquely vulnerable, and the verification protocols that actually stop them.

An Open Letter to the Heads of Government of CARICOM: Why AI Must Be a Priority Now
Letter13 min

An Open Letter to the Heads of Government of CARICOM: Why AI Must Be a Priority Now

CAIRMC writes to the fifteen Heads of Government of CARICOM. The case for placing AI on the agenda, designating a Lead Head of Government, commissioning a regional risk and capability assessment, and speaking with one voice in the international AI governance forums.

Brain Sleep: How AI Dependency Threatens Caribbean Cognitive Capacity
Thought Leadership15 min

Brain Sleep: How AI Dependency Threatens Caribbean Cognitive Capacity

The Caribbean has spent decades worrying about brain drain. The next risk is quieter and more dangerous: brain sleep. How AI dependency is hollowing out cognitive capacity across CARICOM, and what schools, firms, and governments should do about it.

Whose Values Get Coded? An Ethics Lens on AI Decisions in the Caribbean
Ethics15 min

Whose Values Get Coded? An Ethics Lens on AI Decisions in the Caribbean

Every AI system is a values document. Most of the values inside foreign AI tools were chosen by people who do not live in the Caribbean. A practical ethics lens for boards, regulators, ministries, and citizens deciding what AI should and should not do in our societies.

Deepfake Democracy: AI, Elections, and Caribbean Public Trust
Elections15 min

Deepfake Democracy: AI, Elections, and Caribbean Public Trust

Caribbean election cycles are now AI-augmented. Deepfake video of candidates, voice-cloned audio on WhatsApp, AI-generated mass commentary. What electoral commissions, parties, journalists, and citizens should be building now, ahead of the next vote.

AI Agent Liability in the Caribbean: Who Pays When an Autonomous Agent Breaks the Law?
AI Risk Management13 min

AI Agent Liability in the Caribbean: Who Pays When an Autonomous Agent Breaks the Law?

When an autonomous AI agent in Martinique, Guadeloupe, Aruba, Bonaire, Belize, or Grenada breaches a contract, files a fraudulent claim, or executes a sanctioned transaction, who is liable? A practical accountability framework for Caribbean institutions and regulators.

AI Agents Gone Rogue: Five Scenarios Every Caribbean Regulator Should Plan For
AI Risk Management14 min

AI Agents Gone Rogue: Five Scenarios Every Caribbean Regulator Should Plan For

Tourism portal prompt injection in Dominica. Customs misclassification in Sint Maarten. Healthcare triage bias across the OECS. Trust services sanctions breach in Anguilla and the BVI. Disaster response failure in Turks and Caicos and the USVI. Five concrete agent failure modes and what to do about them.

AI Agents and Caribbean Banking: The Operational Risk Profile Is Changing Fast
AI Risk Management13 min

AI Agents and Caribbean Banking: The Operational Risk Profile Is Changing Fast

Autonomous AI agents are now being deployed across Caribbean banking, from Cayman fund administration to Trinidad retail. This article maps the governance, model, third-party, and operational risk concerns that risk leaders must address now.

AI Risk in the Caribbean: What It Is, the Warning Signs, and How to Mitigate It Across CARICOM
AI Risk Management18 min

AI Risk in the Caribbean: What It Is, the Warning Signs, and How to Mitigate It Across CARICOM

A full Caribbean guide to AI risk: what it is, the warning signs to watch for, how to mitigate it, and what it looks like in each of the 15 CARICOM member states. Written by Adrian Dunkley, President of CAIRMC.

17 AI Risks Caribbean Banks Cannot Afford to Ignore in 2026
AI Risk Management14 min

17 AI Risks Caribbean Banks Cannot Afford to Ignore in 2026

Caribbean banks face a specific set of AI risks that generic frameworks miss entirely. From model bias in thin-file credit decisions to third-party vendor concentration in small markets, these are the 17 risks every Caribbean financial institution must address before deploying AI.

An AI Procurement Playbook for Caribbean Small and Medium Enterprises
Education13 min

An AI Procurement Playbook for Caribbean Small and Medium Enterprises

A practical 10-step AI procurement playbook for Caribbean SMEs. Need framing, vendor questions, contracts, data, support, exit. Written so a small Caribbean firm can run the process without hiring a consultant.

Crime by Algorithm: AI-Enabled Fraud and Scams Targeting Caribbean Communities
Cybersecurity14 min

Crime by Algorithm: AI-Enabled Fraud and Scams Targeting Caribbean Communities

AI has changed the economics of fraud against Caribbean households and small businesses. Voice cloning, deepfake video, romance scams, business email compromise. What we are seeing across CARICOM, why the region is exposed, and what households, SMEs, banks, and law enforcement should do.

Safety First: A Caribbean Framework for Deploying AI in Critical Services
Safety16 min

Safety First: A Caribbean Framework for Deploying AI in Critical Services

A four-layer Caribbean AI safety framework for hospitals, utilities, ports, customs, and emergency services. Pre-deployment checks, runtime controls, incident response, and the institutional culture that makes them stick.

AI in Caribbean Tourism: Where the Risk Lives in the Region's Largest Industry
Tourism14 min

AI in Caribbean Tourism: Where the Risk Lives in the Region's Largest Industry

Tourism is the largest single industry in many Caribbean economies. AI is now embedded across pricing, marketing, guest service, security, and tourism-authority operations. A practical risk and practice briefing for owners, regulators, and tourism boards.

AI Literacy 101: A Caribbean Citizen's Guide to Artificial Intelligence
Education12 min

AI Literacy 101: A Caribbean Citizen's Guide to Artificial Intelligence

A plain-language Caribbean guide to AI. What it is, where it shows up across CARICOM, what it does well, what it does badly, and the questions every citizen should be asking when AI is being used on them.

Out of Standard: AI, Caribbean Creoles, and the Languages That Models Cannot Hear
Culture15 min

Out of Standard: AI, Caribbean Creoles, and the Languages That Models Cannot Hear

Jamaican Patwa, Haitian Kreyol, Papiamentu, Sranan Tongo, the Anglophone Caribbean creoles, the French-lexicon creoles, Garifuna, and the indigenous languages are largely invisible to mainstream AI. The cost is real and accruing. A practical Caribbean response on data, evaluation, procurement, and language sovereignty.

AI Accessibility for Caribbean People with Disabilities
Accessibility14 min

AI Accessibility for Caribbean People with Disabilities

AI promises better access for people with disabilities and brings new exclusion risks. Hiring AI, benefits adjudication, sign-language tools, Caribbean-creole accessibility, and the procurement standards that would change the regional landscape.

AI and the Caribbean Creative Industries: Music, Art, and the IP Question
Culture14 min

AI and the Caribbean Creative Industries: Music, Art, and the IP Question

Generative AI is rewriting the economics of Caribbean music, visual art, writing, and broadcast. What is at stake, what existing law actually says, and what artists, producers, rights organisations, and ministries of culture should be doing now.

Using AI to Reduce Disaster Risks: Lessons from Hurricane Melissa
AI Risk Management12 min

Using AI to Reduce Disaster Risks: Lessons from Hurricane Melissa

Hurricane Melissa exposed critical gaps in Caribbean disaster preparedness. This article examines how AI-powered early warning systems, predictive modelling, and real-time risk assessment can help Caribbean nations reduce disaster risks and build climate resilience.

AI in Caribbean Healthcare: A Sector Risk and Safety Briefing
Healthcare16 min

AI in Caribbean Healthcare: A Sector Risk and Safety Briefing

AI is now present in every Caribbean health system that has updated its records, signed a contract with a major imaging vendor, deployed clinical decision support, or installed a public-facing patient chatbot. A practical sector briefing on where AI is showing up, the failure modes that matter, and the safety controls a Caribbean health institution can adopt now.

AI and the Caribbean Diaspora: Identity, Remittances, and Civic Ties
Thought Leadership13 min

AI and the Caribbean Diaspora: Identity, Remittances, and Civic Ties

The Caribbean diaspora is large, engaged, and increasingly mediated by AI. Remittance flows, identity verification, civic and political engagement, and the responsibilities Caribbean governments and institutions carry toward their citizens abroad.

AI in Caribbean Agriculture and Food Security
Agriculture14 min

AI in Caribbean Agriculture and Food Security

The Caribbean imports more than 80 per cent of the food it consumes. AI is now being marketed as a partial answer to the food-security question. A practical look at where the technology helps, where it misses, and what farmers, co-operatives, and ministries should do about it.

Generative AI Risk for Caribbean Compliance Professionals: What You Need to Know
AI Risk Management14 min

Generative AI Risk for Caribbean Compliance Professionals: What You Need to Know

Caribbean compliance professionals face specific risks from generative AI tools. This guide covers hallucinations, IP risk, data leakage, and governance for Caribbean businesses.

AI Operational Risk in Caribbean Financial Services: Managing What Can Go Wrong
AI Risk Management12 min

AI Operational Risk in Caribbean Financial Services: Managing What Can Go Wrong

AI introduces new categories of operational risk in Caribbean banks, insurers, and financial institutions. This guide covers identification, assessment, and control.

AI Governance for Caribbean Government Agencies: A Practical Framework
AI Risk Management12 min

AI Governance for Caribbean Government Agencies: A Practical Framework

Caribbean government agencies are adopting AI in public services, revenue collection, and social programmes. This guide covers the governance framework needed.

AI and Cybersecurity Risk: What Caribbean Compliance Teams Need to Know
AI Risk Management13 min

AI and Cybersecurity Risk: What Caribbean Compliance Teams Need to Know

AI is changing both the attack surface and the defence toolkit for Caribbean organisations. This guide covers AI-driven threats, AI security tools, and governance.

AI in Credit Risk Assessment: A Guide for Caribbean Banks and Credit Unions
AI Risk Management14 min

AI in Credit Risk Assessment: A Guide for Caribbean Banks and Credit Unions

Caribbean banks and credit unions are using AI in credit scoring and loan decisioning. This guide covers governance, bias risk, and compliance for Caribbean credit professionals.

AI Governance for Caribbean Insurance: Underwriting, Claims, and Fraud Risk
AI Risk Management15 min

AI Governance for Caribbean Insurance: Underwriting, Claims, and Fraud Risk

Caribbean insurers are adopting AI in underwriting, claims, and fraud detection. This guide covers the governance requirements and risk management approach.

AI in Anti-Money Laundering: A Guide for Caribbean Compliance Professionals
AI Risk Management14 min

AI in Anti-Money Laundering: A Guide for Caribbean Compliance Professionals

AI is changing AML compliance in the Caribbean. This guide covers what works, what CFATF expects, and how Caribbean compliance teams should manage AI-augmented AML programmes.

AI and Third-Party Risk Management in Caribbean Organisations
AI Risk Management14 min

AI and Third-Party Risk Management in Caribbean Organisations

Most Caribbean organisations use AI tools from foreign vendors. This guide covers how to assess, contract, and monitor AI third-party risk across CARICOM markets.

AI Model Risk Management: A Framework for Caribbean Financial Institutions
AI Risk Management14 min

AI Model Risk Management: A Framework for Caribbean Financial Institutions

A practical model risk management framework for Caribbean banks, credit unions, and insurance companies using AI. Covers validation, governance, and supervisory expectations.

AI Fraud Detection in Caribbean Financial Services
AI Risk Management15 min

AI Fraud Detection in Caribbean Financial Services

Caribbean financial institutions are deploying AI fraud detection tools. This guide covers the risk, the compliance obligations, and what actually works in CARICOM markets.

Ethical AI Frameworks for Developing Nations
Ethics14 min

Ethical AI Frameworks for Developing Nations

Developing nations need ethical AI frameworks that reflect local values and real constraints. This guide covers what works for Caribbean and LATAM risk professionals.

GDPR, AI, and Caribbean Data Protection: Bridging the Gap
Data Protection13 min

GDPR, AI, and Caribbean Data Protection: Bridging the Gap

How Caribbean businesses can use GDPR principles and local Data Protection Acts to govern AI responsibly. A practical guide for compliance and risk professionals.

Building AI Governance Capacity in Small Island States
Capacity Building13 min

Building AI Governance Capacity in Small Island States

Small island states in the Caribbean face specific constraints when building AI governance infrastructure. This guide outlines practical steps for risk and compliance professionals.

EU AI Act: What It Means for Caribbean Businesses
Regulation14 min

EU AI Act: What It Means for Caribbean Businesses

The EU AI Act is in force. Caribbean companies exporting to Europe, using European AI vendors, or serving EU customers face real compliance obligations.

AI Risk Management in the Caribbean: A 2025 Perspective
AI Risk Management15 min

AI Risk Management in the Caribbean: A 2025 Perspective

Caribbean risk and compliance professionals need a working framework for AI risk management. This guide covers what that looks like in practice for CARICOM businesses in 2025.

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